Fold 0 - Understanding why coefficient -368220 was selected
Tag: ADJUSTABLE
Selected Coefficient: -368220
Taxonomy Path: -14.3.2.1
Taxonomy Name:
Products with this tag: 6
Unique residual values tried: 4
The algorithm tries each unique residual value as a candidate coefficient and selects the one with the lowest total p-adic loss. The selected row is highlighted.
| Candidate Value | Total P-adic Loss | Taxonomy Path | P-adic Expansion | Taxonomy Name | Selected? |
|---|---|---|---|---|---|
| -368220 | 4.000000 | -14.3.2.1 | -1.2.3.14 (-(357911 + 2*71^2 + 3*71 + 14)) | Yes | |
| 0 | 4.000000 | 0 | 0 (0) | No | |
| -408813 | 5.000000 | -66.6.10.1 | -1.10.6.66 (-(357911 + 10*71^2 + 6*71 + 66)) | No | |
| 55523 | 5.000000 | 1.1.11 | 11.1.1 (11*71^2 + 71 + 1) | Apparel & Accessories > Clothing > Outfit Sets | No |
These are the training products that have the "ADJUSTABLE" tag (processing sequence 373). The residual is the encoded taxonomy value minus all coefficients from previously processed tags.
| Product ID | Title | Residual Before | Taxonomy Before | Tags Already Processed | Residual After | Taxonomy After | Tags Not Yet Processed |
|---|---|---|---|---|---|---|---|
| 8155 | 70's Halter and Skorts - Flannel Green Beige Plaid | 55523 | Apparel & Accessories > Clothing > Outfit Sets | none | 423743 | MADE IN USA | |
| 897 | Doozy | 0 | LIGHTWEIGHT | 368220 | Home & Garden > Decor > Artificial Flora > Artificial Flowering Plants | SLIP DRESS, SUMMER COLORS | |
| 7219 | MAMA TRUCKER MESH | 0 | BLACK, MESH, GRAY, CAP | 368220 | Home & Garden > Decor > Artificial Flora > Artificial Flowering Plants | EMBROIDERED | |
| 257 | Faceted Citrine Drop Necklace | -368220 | NECKLACE, GIFT | 0 | DAINTY | ||
| 272 | Rise Above Multi Strand Necklace | -368220 | NECKLACE, GIFT | 0 | ALYCIÆNGEL, DAINTY | ||
| 228 | St Christopher Medal Rose Quartz Necklace | -408813 | NECKLACE, GIFT | -40593 | ALYCIÆNGEL, HEALTH |